{"id":"https://openalex.org/W4389888136","doi":"https://doi.org/10.1109/iceei59426.2023.10346917","title":"Implementation of Topic Modeling in the Analysis of Topic Trends in SDGs Goal 6 Research","display_name":"Implementation of Topic Modeling in the Analysis of Topic Trends in SDGs Goal 6 Research","publication_year":2023,"publication_date":"2023-10-10","ids":{"openalex":"https://openalex.org/W4389888136","doi":"https://doi.org/10.1109/iceei59426.2023.10346917"},"language":"en","primary_location":{"id":"doi:10.1109/iceei59426.2023.10346917","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iceei59426.2023.10346917","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Electrical Engineering and Informatics (ICEEI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036335239","display_name":"Fathonah Illia","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144933","display_name":"Badan Pusat Statistik","ror":"https://ror.org/04tq55h40","country_code":"ID","type":"government","lineage":["https://openalex.org/I4210144933"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Fathonah Illia","raw_affiliation_strings":["Politeknik Statistika STIS,Department of Statistical Computing,Jakarta,Indonesia","Department of Statistical Computing, Politeknik Statistika STIS, Jakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Politeknik Statistika STIS,Department of Statistical Computing,Jakarta,Indonesia","institution_ids":["https://openalex.org/I4210144933"]},{"raw_affiliation_string":"Department of Statistical Computing, Politeknik Statistika STIS, Jakarta, Indonesia","institution_ids":["https://openalex.org/I4210144933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031371365","display_name":"Rani Nooraeni","orcid":"https://orcid.org/0000-0002-1816-1748"},"institutions":[{"id":"https://openalex.org/I2799392579","display_name":"Jakarta State Polytechnic","ror":"https://ror.org/04v8qfb10","country_code":"ID","type":"education","lineage":["https://openalex.org/I2799392579"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Rani Nooraeni","raw_affiliation_strings":["Data Science Research Unit, Politeknik Statistika STIS,Jakarta,Indonesia","Data Science Research Unit, Politeknik Statistika STIS, Jakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Data Science Research Unit, Politeknik Statistika STIS,Jakarta,Indonesia","institution_ids":["https://openalex.org/I2799392579"]},{"raw_affiliation_string":"Data Science Research Unit, Politeknik Statistika STIS, Jakarta, Indonesia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074961839","display_name":"Lya Hulliyyatus Suadaa","orcid":null},"institutions":[{"id":"https://openalex.org/I2799392579","display_name":"Jakarta State Polytechnic","ror":"https://ror.org/04v8qfb10","country_code":"ID","type":"education","lineage":["https://openalex.org/I2799392579"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Lya Hulliyyatus Suadaa","raw_affiliation_strings":["Data Science Research Unit, Politeknik Statistika STIS,Jakarta,Indonesia","Data Science Research Unit, Politeknik Statistika STIS, Jakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Data Science Research Unit, Politeknik Statistika STIS,Jakarta,Indonesia","institution_ids":["https://openalex.org/I2799392579"]},{"raw_affiliation_string":"Data Science Research Unit, Politeknik Statistika STIS, Jakarta, Indonesia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036335239"],"corresponding_institution_ids":["https://openalex.org/I4210144933"],"apc_list":null,"apc_paid":null,"fwci":0.1623,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54567818,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"10017","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11479","display_name":"Smart Cities and Technologies","score":0.9154999852180481,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11479","display_name":"Smart Cities and Technologies","score":0.9154999852180481,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7018639445304871},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.629567563533783},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.5859678983688354},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.438895583152771},{"id":"https://openalex.org/keywords/sustainable-development","display_name":"Sustainable development","score":0.42476916313171387},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.40091222524642944},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38207706809043884},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12577638030052185},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.11437380313873291}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7018639445304871},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.629567563533783},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.5859678983688354},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.438895583152771},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.42476916313171387},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.40091222524642944},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38207706809043884},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12577638030052185},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.11437380313873291},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceei59426.2023.10346917","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iceei59426.2023.10346917","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Electrical Engineering and Informatics (ICEEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5299999713897705,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1989742824","https://openalex.org/W2038043464","https://openalex.org/W2057121310","https://openalex.org/W2140190241","https://openalex.org/W2318898009","https://openalex.org/W2789398100","https://openalex.org/W2890568678","https://openalex.org/W2912450990","https://openalex.org/W2921245008","https://openalex.org/W2949376958","https://openalex.org/W2952576857","https://openalex.org/W3042050728","https://openalex.org/W3084412924","https://openalex.org/W3087284309","https://openalex.org/W3121723788","https://openalex.org/W3189629962","https://openalex.org/W4200327864","https://openalex.org/W4212822453","https://openalex.org/W4221142221","https://openalex.org/W4224276467","https://openalex.org/W4229011615","https://openalex.org/W4231510805","https://openalex.org/W4287774316","https://openalex.org/W4309801933","https://openalex.org/W4313646251","https://openalex.org/W4318146754","https://openalex.org/W6639619044","https://openalex.org/W6777761877","https://openalex.org/W6795493918","https://openalex.org/W6810311456","https://openalex.org/W6846869690","https://openalex.org/W6849116879"],"related_works":["https://openalex.org/W1893496822","https://openalex.org/W3049600763","https://openalex.org/W2365995941","https://openalex.org/W2385813058","https://openalex.org/W2356964550","https://openalex.org/W2393743241","https://openalex.org/W2352942804","https://openalex.org/W2381816181","https://openalex.org/W2356786226","https://openalex.org/W4294958785"],"abstract_inverted_index":{"SDGs":[0,11,104,137],"Goal":[1,105,138],"6":[2,139],"is":[3,47,75,87,157],"one":[4],"of":[5,24,83,90,98,126],"the":[6,10,22,59,84,88,96,118,123,151],"crucial":[7],"objectives":[8],"within":[9],"framework,":[12],"making":[13],"fulfilling":[14],"this":[15,32,45,79],"goal":[16,33,46,80],"highly":[17],"significant":[18],"as":[19,150],"it":[20],"determines":[21],"achievement":[23],"other":[25,143],"SDGs.":[26,144],"As":[27],"a":[28,53,158],"serious":[29],"global":[30],"issue,":[31],"can":[34],"be":[35],"addressed":[36],"through":[37,72],"scientific":[38,73],"research":[39,43,74,99,127,130],"and":[40,62],"innovation.":[41],"However,":[42],"on":[44,112,136],"often":[48],"not":[49],"well-known,":[50],"leading":[51],"to":[52,77,103,166],"need":[54],"for":[55],"more":[56],"connection":[57],"between":[58],"academic":[60],"world":[61],"practitioners":[63],"in":[64,162],"implementing":[65],"available":[66],"solutions.":[67],"Consequently,":[68],"identifying":[69],"critical":[70],"pathways":[71],"essential":[76],"attain":[78],"effectively.":[81],"One":[82],"expedient":[85],"approaches":[86],"utilization":[89],"topic":[91,100,110,160],"modeling,":[92],"which":[93,121],"also":[94],"facilitates":[95],"analysis":[97],"trends":[101],"related":[102,165],"6.":[106],"This":[107],"study":[108],"employs":[109],"modeling":[111],"data":[113],"sourced":[114],"from":[115],"SemanticScholar":[116],"using":[117],"BERTopic":[119,147],"method,":[120],"captures":[122],"comprehensive":[124],"context":[125],"articles.":[128],"The":[129,145],"results":[131],"indicate":[132],"that":[133,155],"studies":[134],"focusing":[135],"are":[140],"interconnected":[141],"with":[142],"default":[146],"model,":[148,153],"chosen":[149],"optimal":[152],"illustrates":[154],"there":[156],"prevailing":[159],"tendency":[161],"target":[163],"6.3":[164],"water":[167],"quality.":[168]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}
